Azure Service Bus for Python
microsoft/skills
Reference for the Azure Service Bus Python SDK: queues, topics and subscriptions, sending and receiving messages, receive modes and DefaultAzureCredential authentication.
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Implement Customer.io enterprise reference architecture. An agent skill from jeremylongshore/tons-of-skills-marketplace.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architecture --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .claude/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .claude/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architectureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .agents/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .agents/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .cursor/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .cursor/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/customerio-reference-architecture--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .gemini/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .gemini/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architectureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .github/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .github/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace customerio-reference-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/customerio-reference-architecture .opencode/skills/customerio-reference-architecture && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "customerio-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/customerio-reference-architecture into .opencode/skills/customerio-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "customerio-reference-architecture", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
customerio-reference-architectureImplement Customer.io enterprise reference architecture. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Customerio Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement Customer.io enterprise reference architecture. Use when designing integration layers, event-driven architectures, or enterprise-grade Customer.io setups. Trigger: "customer.io architecture", "customer.io design", "customer.io enterprise", "customer.io integration pattern".
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/implementation-guide.md`). Compatibility notes: Designed for Claude Code
It sits in Backend & APIs, covering Event-driven systems and Third-party API integration. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(npm:*)Bash(npx:*)GlobGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript and hcl).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.customer.iobullmq.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Customerio Reference Architecture loads about 2.8k tokens when it runs, and up to ~5.3k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 279 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 279 words, ~2,828 tokens.
.claude/skills/customerio-reference-architecture/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Document a producer that validates and idempotently emits a versioned event to the development workspace, with a consent gate before campaign entry and redacted metrics by environment. Promote the same contract through staging before production, retain a dead-letter/replay owner, and keep recipient identifiers and tokens outside logs and diagrams.
Enterprise-grade reference architecture for Customer.io: a service layer separating Track and App API concerns, event-driven processing with message queues, repository pattern for user-to-CIO sync, webhook event bus, and infrastructure as code.
TrackClient for behavioral data in, APIClient for messages out┌─────────────┐ ┌───────────────────┐ ┌──────────────┐
│ Application │───>│ MessagingService │───>│ Track API │
│ Routes │ │ (service layer) │ │ identify() │
└─────────────┘ │ │ │ track() │
│ - identify users │ └──────────────┘
│ - track events │
│ - send txn emails │ ┌──────────────┐
│ │───>│ App API │
└───────────────────┘ │ sendEmail() │
│ │ broadcast() │
│ └──────────────┘
v
┌───────────────────┐
│ Event Queue │ ┌──────────────┐
│ (Redis/Kafka) │───>│ DLQ │
│ for reliability │ │ (failures) │
└───────────────────┘ └──────────────┘
┌─────────────┐ ┌───────────────────┐ ┌──────────────┐
│ Customer.io │───>│ Webhook Handler │───>│ BigQuery │
│ Webhooks │ │ HMAC verification │ │ (analytics) │
└─────────────┘ │ Event routing │ └──────────────┘// services/messaging-service.ts
import { EventEmitter } from "events";
import { TrackClient, APIClient, SendEmailRequest, RegionUS, RegionEU } from "customerio-node";
interface MessagingConfig {
siteId: string;
trackApiKey: string;
appApiKey: string;
region: "us" | "eu";
}
export class MessagingService extends EventEmitter {
private track: TrackClient;
private app: APIClient;
constructor(config: MessagingConfig) {
super();
const region = config.region === "eu" ? RegionEU : RegionUS;
this.track = new TrackClient(config.siteId, config.trackApiKey, { region });
this.app = new APIClient(config.appApiKey, { region });
}
async identifyUser(userId: string, attrs: Record<string, any>): Promise<void> {
const start = Date.now();
try {
await this.track.identify(userId, {
...attrs,
last_seen_at: Math.floor(Date.now() / 1000),
});
this.emit("identify", { userId, latencyMs: Date.now() - start });
} catch (err) {
this.emit("error", { operation: "identify", userId, err });
throw err;
}
}
async trackEvent(
userId: string,
name: string,
data?: Record<string, any>
): Promise<void> {
const start = Date.now();
try {
await this.track.track(userId, { name, data });
this.emit("track", { userId, name, latencyMs: Date.now() - start });
} catch (err) {
this.emit("error", { operation: "track", userId, name, err });
throw err;
}
}
async sendTransactional(
to: string,
templateId: string,
data: Record<string, any>,
identifiers?: { id?: string; email?: string }
): Promise<{ delivery_id: string }> {
const start = Date.now();
try {
const request = new SendEmailRequest({
to,
transactional_message_id: templateId,
message_data: data,
identifiers,
});
const result = await this.app.sendEmail(request);
this.emit("transactional", { to, templateId, latencyMs: Date.now() - start });
return result;
} catch (err) {
this.emit("error", { operation: "transactional", to, templateId, err });
throw err;
}
}
async triggerBroadcast(
broadcastId: number,
data: Record<string, any>,
options: { segment?: { id: number }; emails?: string[]; ids?: string[] }
): Promise<void> {
await this.app.triggerBroadcast(broadcastId, data, options);
this.emit("broadcast", { broadcastId });
}
async suppressUser(userId: string): Promise<void> {
await this.track.suppress(userId);
}
async deleteUser(userId: string): Promise<void> {
await this.track.destroy(userId);
}
}// services/messaging-queue.ts
// Wraps MessagingService with queue-based reliability
import { Queue, Worker, Job } from "bullmq";
import { MessagingService } from "./messaging-service";
const REDIS_URL = process.env.REDIS_URL ?? "redis://localhost:6379";
const identifyQueue = new Queue("cio:identify", { connection: { url: REDIS_URL } });
const trackQueue = new Queue("cio:track", { connection: { url: REDIS_URL } });
const transactionalQueue = new Queue("cio:transactional", {
connection: { url: REDIS_URL },
});
export class QueuedMessagingService {
constructor(private messaging: MessagingService) {}
async enqueueIdentify(
userId: string,
attrs: Record<string, any>
): Promise<void> {
await identifyQueue.add("identify", { userId, attrs }, {
attempts: 3,
backoff: { type: "exponential", delay: 2000 },
});
}
async enqueueTrack(
userId: string,
name: string,
data?: Record<string, any>
): Promise<void> {
await trackQueue.add("track", { userId, name, data }, {
attempts: 3,
backoff: { type: "exponential", delay: 2000 },
});
}
startWorkers(): void {
new Worker("cio:identify", async (job: Job) => {
await this.messaging.identifyUser(job.data.userId, job.data.attrs);
}, { connection: { url: REDIS_URL }, concurrency: 10 });
new Worker("cio:track", async (job: Job) => {
await this.messaging.trackEvent(
job.data.userId,
job.data.name,
job.data.data
);
}, { connection: { url: REDIS_URL }, concurrency: 10 });
new Worker("cio:transactional", async (job: Job) => {
await this.messaging.sendTransactional(
job.data.to,
job.data.templateId,
job.data.data,
job.data.identifiers
);
}, { connection: { url: REDIS_URL }, concurrency: 5 });
}
}// repositories/user-messaging-repo.ts
// Syncs your user database with Customer.io profiles
import { MessagingService } from "../services/messaging-service";
interface User {
id: string;
email: string;
firstName: string;
lastName: string;
plan: string;
createdAt: Date;
preferences: { marketing: boolean; transactional: boolean };
}
export class UserMessagingRepository {
constructor(private messaging: MessagingService) {}
async syncUser(user: User): Promise<void> {
if (!user.preferences.transactional && !user.preferences.marketing) {
// User has opted out of all messaging — suppress
await this.messaging.suppressUser(user.id);
return;
}
await this.messaging.identifyUser(user.id, {
email: user.email,
first_name: user.firstName,
last_name: user.lastName,
plan: user.plan,
created_at: Math.floor(user.createdAt.getTime() / 1000),
marketing_opt_in: user.preferences.marketing,
transactional_opt_in: user.preferences.transactional,
});
}
async onUserDeleted(userId: string): Promise<void> {
await this.messaging.suppressUser(userId);
await this.messaging.deleteUser(userId);
}
}# terraform/customerio.tf
# Secrets
resource "google_secret_manager_secret" "cio_site_id" {
secret_id = "customerio-site-id"
replication { auto {} }
}
resource "google_secret_manager_secret" "cio_track_key" {
secret_id = "customerio-track-api-key"
replication { auto {} }
}
resource "google_secret_manager_secret" "cio_app_key" {
secret_id = "customerio-app-api-key"
replication { auto {} }
}
# Cloud Run service
resource "google_cloud_run_v2_service" "cio_service" {
name = "customerio-service"
location = "us-central1"
template {
scaling {
min_instance_count = 1
max_instance_count = 10
}
containers {
image = "gcr.io/${var.project_id}/customerio-service:latest"
env {
name = "CUSTOMERIO_REGION"
value = "us"
}
env {
name = "CUSTOMERIO_SITE_ID"
value_source {
secret_key_ref {
secret = google_secret_manager_secret.cio_site_id.secret_id
version = "latest"
}
}
}
resources {
limits = { cpu = "1", memory = "512Mi" }
}
}
}
}| Issue | Solution |
|---|---|
| Queue worker failure | BullMQ retries with exponential backoff; check DLQ |
| Service layer error | EventEmitter "error" event logged + alerted |
| Secret rotation | Update Secret Manager version, redeploy |
| Cross-service consistency | Use idempotent operations (identify is idempotent) |
After implementing architecture, proceed to customerio-multi-env-setup for multi-environment configuration.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/.curated/customerio-reference-architecture of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Customerio Reference Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Customerio Reference Architecture this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Azure Service Bus for Pythonmicrosoft/skills | 3.1k | — | ~2.6k | Automated safety check: Pass | MIT | |
| API Integrationsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| 123 Java Design Patternsjabrena/plinth | 447 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Integration PatternsJoelLewis/finance_skills | 206 | — | ~10k | Automated safety check: Pass | MIT | |
| System Design Integration PatternsHoangNguyen0403/agent-skills-standard | 572 | — | ~964 | Automated safety check: Pass | MIT |
microsoft/skills
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Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
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Execute proactive auto-loading: automatically detects and loads agents.md files.
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Categories
Implement Customer.io enterprise reference architecture. An agent skill from jeremylongshore/tons-of-skills-marketplace. Customerio Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace.io enterprise reference architecture.
Customerio Reference Architecture fits situations like: designing integration layers; event-driven architectures; enterprise-grade Customer.io setups.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a claude-code`. Or copy the skill folder (skills/.curated/customerio-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/customerio-reference-architecture in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a codex`. Or copy the skill folder (skills/.curated/customerio-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/customerio-reference-architecture in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill customerio-reference-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/customerio-reference-architecture, .gemini/skills/customerio-reference-architecture, .github/skills/customerio-reference-architecture and .opencode/skills/customerio-reference-architecture in your project.
SKILL.md names no scripts, command-line tools or credentials: Customerio Reference Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*), Bash(npx:*), Glob, Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 2 domains. As links in the text: docs.customer.io and bullmq.io. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Customerio Reference Architecture is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Customerio Reference Architecture: Azure Service Bus for Python (microsoft/skills, 3.1k stars), API Integration (sickn33/agentic-awesome-skills, 47k stars), 123 Java Design Patterns (jabrena/plinth, 447 stars) and Integration Patterns (JoelLewis/finance_skills, 206 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.